readme: add plain-english collapse at top
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@@ -16,6 +16,27 @@
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</div>
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</div>
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<details>
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<summary><b>plain english — what was done</b></summary>
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qwen3.8-flash-next is the new qwen model that is great for coding — it beats
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claude opus 4.6 on swe-bench and runs on a $2500 mini pc.
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1. the official conversion code missed a step — every hyper-connection norm
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was off by exactly 1.0, so the first quant printed garbage. we found it,
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fixed the converter, and added a test so it never happens again.
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2. we made the model smaller without losing quality — the big 51b n-gram table
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tolerates 4-bit, saving 27g — then proved it across context depths from
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0 to 256k.
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3. we kept everything that makes strix halo fast — vulkan kernels, graph
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reuse, speculative decoding with the 4b draft head.
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if you just want to run it: `docker compose up --build` and open
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`http://localhost:8080`. pick the 91g file for speed, the 116g file if you
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need 262k context.
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</details>
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---
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---
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## results
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## results
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